Name: Global Labor & Employment Data
Brand: Apoth3osis
SKU: 6980dea071cad8f61bf5b1eb
Price: 0.05 USD
Availability: InStock

Global Labor & Employment Data

Available ActionsEach successful request consumes credits as outlined below.

query_labor_data^5cr

Details

Access workforce and employment data for any country in the world. Look up labor force participation rates, unemployment figures, sector breakdowns, gender employment gaps, and youth employment trends. Compare workforce metrics across countries, track labor market shifts over time, and benchmark regional performance — all from a comprehensive global data set.

Use Cases

Research labor force participation rates by country, Compare unemployment rates across regions, Analyze employment by sector breakdown, Study gender gaps in workforce participation, Track youth unemployment trends, Benchmark formal vs informal employment, Monitor wage and labor market shifts, Support workforce equity research, Assess progress toward SDG 8 decent work targets, Compare regional labor market performance

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Or Install Locally

STDIO connector for Claude Code, Codex, Cursor, Zed, and other LLMs that require STDIO or custom connections. This lightweight connector routes requests to https://api.agentpmt.com/mcp. All tool execution happens in the cloud and the server cannot edit any files on your computer.

npm install -g @agentpmt/mcp-routeragentpmt-setup

Actions(1)

query_labor_data^5cr7 params(1 required)

Fetch labor market and employment indicator data for a country or region, including labor force participation, unemployment rates, sector employment, gender gap analysis, and employment quality metrics.

country_or_regionrequiredstring

Country or region name in plain language (e.g., 'Kenya', 'South Korea', 'World')

demographic_filterstring

Filter indicators by demographic: 'gender', 'youth', 'sector', 'total', or 'all' for all indicators

Values:

genderyouthsectortotalall

calculate_gender_gapsboolean

Calculate gender gaps (male rate minus female rate) for participation, unemployment, and youth unemployment

Default: true

include_sector_employmentboolean

Include employment by sector breakdown (agriculture, industry, services) even when a different demographic filter is selected

Default: true

time_periodstring

Time period: 'latest', 'last_5_years', 'last_10_years', 'YYYY:YYYY' range, or single 'YYYY' year

Default: latest

include_regional_comparisonboolean

Include comparison with World average, High Income, East Asia & Pacific, and Latin America & Caribbean

Default: true

include_trendsboolean

Include trend analysis with CAGR calculations when historical data is available

Default: true

curl -X POST "https://api.agentpmt.com/products/purchase" \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer ********" \
  -d '{
    "product_id": "6980dea071cad8f61bf5b1eb",
    "parameters": {
      "action": "query_labor_data",
      "country_or_region": "example_country_or_region",
      "calculate_gender_gaps": true,
      "include_sector_employment": true,
      "time_period": "latest",
      "include_regional_comparison": true,
      "include_trends": true
    }
  }'

import requests
import json

url = "https://api.agentpmt.com/products/purchase"

headers = {
    "Content-Type": "application/json",
    "Authorization": "Bearer ********"
}

data = {
    "product_id": "6980dea071cad8f61bf5b1eb",
    "parameters": {
        "action": "query_labor_data",
        "country_or_region": "example_country_or_region",
        "calculate_gender_gaps": true,
        "include_sector_employment": true,
        "time_period": "latest",
        "include_regional_comparison": true,
        "include_trends": true
    }
}

response = requests.post(url, headers=headers, json=data)
print(response.status_code)
print(response.json())

const url = "https://api.agentpmt.com/products/purchase";

const headers = {
  "Content-Type": "application/json",
  "Authorization": "Bearer ********"
};

const data = {
  product_id: "6980dea071cad8f61bf5b1eb",
  parameters: {
    "action": "query_labor_data",
    "country_or_region": "example_country_or_region",
    "calculate_gender_gaps": true,
    "include_sector_employment": true,
    "time_period": "latest",
    "include_regional_comparison": true,
    "include_trends": true
  }
};

fetch(url, {
  method: "POST",
  headers: headers,
  body: JSON.stringify(data)
})
  .then(response => response.json())
  .then(data => console.log(data))
  .catch(error => console.error("Error:", error));

const axios = require('axios');

const url = "https://api.agentpmt.com/products/purchase";

const headers = {
  "Content-Type": "application/json",
  "Authorization": "Bearer ********"
};

const data = {
  product_id: "6980dea071cad8f61bf5b1eb",
  parameters: {
    "action": "query_labor_data",
    "country_or_region": "example_country_or_region",
    "calculate_gender_gaps": true,
    "include_sector_employment": true,
    "time_period": "latest",
    "include_regional_comparison": true,
    "include_trends": true
  }
};

axios.post(url, data, { headers })
  .then(response => {
    console.log(response.status);
    console.log(response.data);
  })
  .catch(error => {
    console.error("Error:", error.message);
  });

Login to view your API and budget keys. The example above uses placeholder values. Sign in to see personalized code with your bearer token.

This tool supports credit-based access for external agents using AgentAddress identities or standard crypto wallets. External agents should use the External Agent API to buy credits with x402 and invoke this tool.

1. Buy Credits

Purchase credits via x402 payment (500 credit minimum, 100 credits = $1).

# Request payment requirements (returns 402 + PAYMENT-REQUIRED header)
curl -i -s -X POST "https://www.agentpmt.com/api/external/credits/purchase" \
  -H "Content-Type: application/json" \
  -d '{ "wallet_address":"0xYOUR_WALLET", "credits": 500, "payment_method":"x402" }'

# Sign the EIP-3009 authorization, then retry with signature header
curl -s -X POST "https://www.agentpmt.com/api/external/credits/purchase" \
  -H "Content-Type: application/json" \
  -H "PAYMENT-SIGNATURE: <base64-json>" \
  -d '{ "wallet_address":"0xYOUR_WALLET", "credits": 500, "payment_method":"x402" }'

2. Create a Session Nonce (nonce used in signed balance/invoke)

curl -s -X POST "https://www.agentpmt.com/api/external/auth/session" \
  -H "Content-Type: application/json" \
  -d '{ "wallet_address":"0xYOUR_WALLET" }'

3. Invoke This Tool

Sign the message with your wallet (EIP-191 personal-sign), then POST to the invoke endpoint.

# Sign this message (wallet MUST be lowercased):
# agentpmt-external
# wallet:0xyourwallet...
# session:<session_nonce>
# request:<request_id>
# action:invoke
# product:6980dea071cad8f61bf5b1eb
# payload:<sha256(canonical_json(parameters))>

curl -s -X POST "https://www.agentpmt.com/api/external/tools/6980dea071cad8f61bf5b1eb/invoke" \
  -H "Content-Type: application/json" \
  -d '{
    "wallet_address": "0xYOUR_WALLET",
    "session_nonce": "<session_nonce>",
    "request_id": "invoke-uuid",
    "signature": "0x<signature>",
    "parameters": {
      "action": "your_action",
      "your_param": "value"
    }
  }'

About The Developer

Apoth3osis

★15 stars

Joined Agent Payment: August 14, 2025

We build tools that enable AI agents to excel in the mathematical realm.

Our small team develops experimental and unique solutions in the AI arena, with a strong focus on modular computing for agentic applications and custom model deployment. We have handled projects for a variety of applications across many sectors, from algorithmic trading and financial analysis, to molecular simulations and predictions, to habitat and biodiversity monitoring and wildlife conservation.

Global Labor & Employment Data

Description